Juyang Weng

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  1. 1 2 "School of Computer Science". gs.fudan.edu.cn.
  2. "Weng, Juyang". www.cse.msu.edu.
  3. "Brain-Mind Institute: Programs". www.brain-mind-institute.org.
  4. "Cognitive Computation". Springer.
  5. "Guest Editorial Multimodal Modeling and Analysis Informed by Brain Imaging—Part I". IEEE Transactions on Autonomous Mental Development. 7 (3): 158–161. 2015. doi:10.1109/TAMD.2015.2495698.
  6. "EDITORIAL" . International Journal of Humanoid Robotics. 04 (2): 207–210. June 1, 2007. doi:10.1142/S0219843607001047 via CrossRef.
  7. "The First Conscious Learning Algorithm Avoids 'Deep Learning' Misconduct". micdat-conference.com.
  8. Weng, Juyang (August 2020). "Autonomous Programming for General Purposes: Theory". International Journal of Humanoid Robotics. 17 (4): 2050016. doi:10.1142/S0219843620500164.[ non-primary source needed ]
  9. Weng, Juyang; Zheng, Zejia; Wu, Xiang; Castro-Garcia, Juan (2020). "Autonomous Programming for General Purposes: Theory and Experiments". 2020 International Joint Conference on Neural Networks (IJCNN). pp. 1–8. doi:10.1109/IJCNN48605.2020.9207149. ISBN   978-1-7281-6926-2.[ non-primary source needed ]
  10. 1 2 3 Weng, Juyang (January 12, 2023). "On "Deep Learning" Misconduct". arXiv: 2211.16350 [cs.LG].[ non-primary source needed ]
  11. "BBC News - SCI/TECH - Time for real intelligence?".
  12. Weng, J.; Huang, T.S.; Ahuja, N. (1989). "Motion and structure from two perspective views: algorithms, error analysis, and error estimation". IEEE Transactions on Pattern Analysis and Machine Intelligence. 11 (5): 451–476. doi:10.1109/34.24779.[ non-primary source needed ]
  13. 1 2 3 Weng, J.; Ahuja, N.; Huang, T.S. (1992). "Cresceptron: A self-organizing neural network which grows adaptively". [Proceedings 1992] IJCNN International Joint Conference on Neural Networks. Vol. 1. pp. 576–581. doi:10.1109/IJCNN.1992.287150. ISBN   0-7803-0559-0.[ non-primary source needed ]
  14. Weng, J.J.; Ahuja, N.; Huang, T.S. (1993). "Learning recognition and segmentation of 3-D objects from 2-D images". 1993 (4th) International Conference on Computer Vision. pp. 121–128. doi:10.1109/ICCV.1993.378228. ISBN   0-8186-3870-2.[ non-primary source needed ]
  15. Weng, John; Ahuja, Narendra; Huang, Thomas S. (November 1997). "Learning Recognition and Segmentation Using the Cresceptron". International Journal of Computer Vision. 25 (2): 109–143. doi:10.1023/A:1007967800668.[ non-primary source needed ]
  16. "SHOSLIF: A Framework for Sensor-Based Learning for High-Dimensional Complex Systems".[ non-primary source needed ]
  17. Weng, Juyang; Chen, Shaoyun (October 1998). "Vision-guided navigation using SHOSLIF". Neural Networks. 11 (7–8): 1511–1529. doi:10.1016/S0893-6080(98)00079-3. PMID   12662765.[ non-primary source needed ]
  18. "Cresceptron and SHOSLIF: Toward Comprehensive Visual Learning".[ non-primary source needed ]
  19. "On Comprehensive Visual Learning".[ non-primary source needed ]
  20. Yilu Zhang; Juyang Weng (2001). "Grounded auditory development by a developmental robot". IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222). Vol. 2. pp. 1059–1064. doi:10.1109/IJCNN.2001.939507. ISBN   0-7803-7044-9.[ non-primary source needed ]
  21. Zeng, Shuqing; Weng, Juyang (2007). "Online-learning and Attention-based Approach to Obstacle Avoidance Using a Range Finder". Journal of Intelligent and Robotic Systems. 50 (3): 219–239. doi:10.1007/s10846-007-9162-9.[ non-primary source needed ]
  22. "A Developing Sensory Mapping for Robots" (PDF).
  23. "Auditory Learning: A Developmental Method" (PDF).
  24. "Incremental Hierarchical Discriminant Regression" (PDF).
  25. "Online-learning and Attention-based Approach to Obstacle Avoidance Using a Range Finder" (PDF).
  26. Weng, Juyang; Luciw, Matthew D. (November 1, 2014). "Brain-Inspired Concept Networks: Learning Concepts from Cluttered Scenes". IEEE Intelligent Systems. 29 (6): 14–22. Bibcode:2014IISys..29f..14W. doi:10.1109/MIS.2014.75.[ non-primary source needed ]
  27. Weng, Juyang (August 2007). "On developmental mental architectures". Neurocomputing. 70 (13–15): 2303–2323. doi:10.1016/j.neucom.2006.07.017.[ non-primary source needed ]
  28. Weng, Juyang; Zeng, Shuqing (June 2005). "A Theory of Developmental Mental Architecture and the Dav Architecture Design". International Journal of Humanoid Robotics. 02 (2): 145–179. doi:10.1142/S0219843605000454.[ non-primary source needed ]
  29. Juyang Weng; Luciw, M. (2009). "Dually Optimal Neuronal Layers: Lobe Component Analysis". IEEE Transactions on Autonomous Mental Development. 1 (1): 68–85. Bibcode:2009ITAMD...1...68W. doi:10.1109/TAMD.2009.2021698.
  30. Wang, Yuekai; Wu, Xiaofeng; Weng, Juyang (2011). "Synapse maintenance in the Where-What Networks". The 2011 International Joint Conference on Neural Networks. pp. 2822–2829. doi:10.1109/IJCNN.2011.6033591. ISBN   978-1-4244-9635-8.[ non-primary source needed ]
  31. 1 2 3 "A Developmental Network Model of Conscious Learning in Biological Brains". www.researchsquare.com. June 7, 2022.
  32. Solgi, Mojtaba; Weng, Juyang (January 1, 2015). "WWN-8: Incremental Online Stereo with Shape-from-X Using Life-Long Big Data from Multiple Modalities". Procedia Computer Science. 53: 316–326. doi: 10.1016/j.procs.2015.07.309 .[ non-primary source needed ]
  33. Wang, Yuekai; Wu, Xiaofeng; Weng, Juyang (2012). "Skull-closed autonomous development: WWN-6 using natural video". The 2012 International Joint Conference on Neural Networks (IJCNN). pp. 1–8. doi:10.1109/IJCNN.2012.6252491. ISBN   978-1-4673-1490-9.[ non-primary source needed ]
  34. Luciw, Matthew D.; Weng, Juyang; Zeng, Shuqing (2008). "Motor initiated expectation through top-down connections as abstract context in a physical world". 2008 7th IEEE International Conference on Development and Learning. pp. 115–120. doi:10.1109/DEVLRN.2008.4640815. ISBN   978-1-4244-2661-4.[ non-primary source needed ]
  35. Zheng, Zejia; He, Xie; Weng, Juyang (January 1, 2015). "Approaching Camera-based Real-World Navigation Using Object Recognition". Procedia Computer Science. 53: 428–436. doi: 10.1016/j.procs.2015.07.320 .[ non-primary source needed ]
  36. Wu, Xiang; Weng, Juyang (November 2021). "Learning to recognize while learning to speak: Self-supervision and developing a speaking motor". Neural Networks. 143: 28–41. doi:10.1016/j.neunet.2021.05.006. PMID   34082380.[ non-primary source needed ]
  37. "Conjunctive Visual and Auditory Development via Real-Time Dialogue" (PDF).[ non-primary source needed ]
  38. Weng, Juyang (John) (2022). "An Algorithmic Theory for Conscious Learning". 2022 the 3rd International Conference on Artificial Intelligence in Electronics Engineering. pp. 1–8. doi:10.1145/3512826.3512827. ISBN   978-1-4503-9548-9.[ non-primary source needed ]
  39. 1 2 Fukushima, Kunihiko (1980). "Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position". Biological Cybernetics. 36 (4): 193–202. doi:10.1007/BF00344251. PMID   7370364.[ non-primary source needed ]
  40. "Learning Recognition and Segmentation Using the Cresceptron". www.cse.msu.edu.
  41. 1 2 Serre, T.; Wolf, L.; Bileschi, S.; Riesenhuber, M.; Poggio, T. (2007). "Robust Object Recognition with Cortex-Like Mechanisms". IEEE Transactions on Pattern Analysis and Machine Intelligence. 29 (3): 411–426. Bibcode:2007ITPAM..29..411S. doi:10.1109/TPAMI.2007.56. PMID   17224612.
  42. 1 2 LeCun, Yann; Bengio, Yoshua; Hinton, Geoffrey (May 1, 2015). "Deep learning" . Nature. 521 (7553): 436–444. Bibcode:2015Natur.521..436L. doi:10.1038/nature14539. PMID   26017442 via www.nature.com.
  43. Weng, Juyang (2021). "Post-Selections in AI and How to Avoid Them". arXiv: 2106.13233v2 [cs.LG].[ non-primary source needed ]
  44. "Weng v. Nat'l Sci. Found". vLex.
  45. "Juyang Weng, et al v. Natl Science Fndtn, et al". Justia Dockets & Filings.
  46. "NSF Award Search: Award # 9410741 - RIA: Learning-Based Object Recognition from Images". www.nsf.gov.
  47. "IEEE Fellow".
Juyang (John) Weng
Juyang Wang1.jpg
Born1957 [1]
NationalityChinese-American
Occupation(s) Computer engineer, neuroscientist, author, and academic
Academic background
EducationBSc., Computer Science
MSc., Computer Science
PhD., Computer Science
Alma mater Fudan University
University of Illinois at Urbana-Champaign
Thesis  (1989)
Doctoral advisor Thomas S. Huang
Narendra Ahuja